Efficient Computing

MuGNet: Multi-Resolution Graph Neural Network for Segmenting Large-Scale Pointclouds CoRL 2020 Multi-document Summarization with Maximal Marginal Relevance-guided Reinforcement Learning EMNLP 2020 Multi-Feature Discrete Collaborative Filtering for Fast Cold-Start Recommendation AAAI 2020 Multi-Precision Policy Enforced Training (MuPPET) : A Precision-Switching Strategy for Quantised Fixed-Point Training of CNNs ICML 2020 Multi-Range Attentive Bicomponent Graph Convolutional Network for Traffic Forecasting AAAI 2020 Multistage Fusion with Forget Gate for Multimodal Summarization in Open-Domain Videos EMNLP 2020 MultiSumm: Towards a Unified Model for Multi-Lingual Abstractive Summarization AAAI 2020 Multi-way Encoding for Robustness WACV 2020 MUXConv: Information Multiplexing in Convolutional Neural Networks CVPR 2020 Network Adjustment: Channel Search Guided by FLOPs Utilization Ratio CVPR 2020 Neural Architecture Search for Keyword Spotting Interspeech 2020 Neural Architecture Search for Lightweight Non-Local Networks CVPR 2020 Neural Architecture Search on Acoustic Scene Classification Interspeech 2020 Neural Machine Translation with Byte-Level Subwords AAAI 2020 Neural Network Pruning With Residual-Connections and Limited-Data CVPR 2020 NeuralScale: Efficient Scaling of Neurons for Resource-Constrained Deep Neural Networks CVPR 2020 Neuron-level Structured Pruning using Polarization Regularizer NeurIPS 2020 Neurosymbolic Transformers for Multi-Agent Communication NeurIPS 2020 Nimble: Lightweight and Parallel GPU Task Scheduling for Deep Learning NeurIPS 2020 Norm-Explicit Quantization: Improving Vector Quantization for Maximum Inner Product Search AAAI 2020 Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NeurIPS 2020 OctSqueeze: Octree-Structured Entropy Model for LiDAR Compression CVPR 2020 Once-for-All: Train One Network and Specialize it for Efficient Deployment ICLR 2020 On Efficient Constructions of Checkpoints ICML 2020 Online Blind Reverberation Time Estimation Using CRNNs Interspeech 2020